| 2025 | ICML | Position: The Future of Bayesian Prediction Is Prior-Fitted. | Samuel Mller, Arik Reuter, Noah Hollmann, David Rgamer, Frank Hutter |
| 2025 | ICML | FairPFN: A Tabular Foundation Model for Causal Fairness. | Jake Robertson, Noah Hollmann, Samuel Mller, Noor H. Awad, Frank Hutter |
| 2025 | WFCS | Transforming the Network into a Filter: Distributed Firewall Rules for Time-Critical Traffic. | Lukas Bechtel, Samuel Mller, Michael Menth, Tobias Heer |
| 2024 | ETFA | GeNESIS: Generator for Network Evaluation Scenarios of Industrial Systems. | Lukas Bechtel, Samuel Mller, Michael Menth, Tobias Heer |
| 2023 | CBMS | Calibration and Registration Method for Tomography-Based Laser-Guided Surgical Interventions using a 4-DOF Navigation Robot. | Samuel Mller, Olaf Hellwich, Daniel Szymanski, Hardik Jain, Timo Krger |
| 2023 | ICLR | TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second. | Noah Hollmann, Samuel Mller, Katharina Eggensperger, Frank Hutter |
| 2023 | ICML | PFNs4BO: In-Context Learning for Bayesian Optimization. | Samuel Mller, Matthias Feurer, Noah Hollmann, Frank Hutter |
| 2022 | ICLR | Transformers Can Do Bayesian Inference. | Samuel Mller, Noah Hollmann, Sebastian Pineda-Arango, Josif Grabocka, Frank Hutter |
| 2013 | IROS | Robotic calligraphy - Learning how to write single strokes of Chinese and Japanese characters. | Samuel Mller, Nico Huebel, Markus Waibel, Raffaello D'Andrea |
| 2010 | CAV | Policy Monitoring in First-Order Temporal Logic. | David A. Basin, Felix Klaedtke, Samuel Mller |
| 2010 | SACMAT | Monitoring security policies with metric first-order temporal logic. | David A. Basin, Felix Klaedtke, Samuel Mller |
| 2005 | JURIX | Regulations Expressed As Logical Models (REALM). | Christopher Giblin, Alice Y. Liu, Samuel Mller, Birgit Pfitzmann, Xin Zhou |